Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T16:12:24.408770Z
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2501.13442.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T16:12:24.408770Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 981edf46-ee10-4a6b-a22e-cb1bc245be4e · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering As datasets grow to billions of entries, the challenge of performing efficient searches on high -dimensional vectors becomes increasingly complex [4]
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0bf4c61b-a0a9-4336-9d4c-806ec6ee8abf · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering This section reviews the most relevant literature to our work, focusing on techniques for ANN search and filtering in billion-scale datasets
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3f66b444-a3f5-4338-bf9a-6a5c09790e03 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation de4b132d-9ddf-423a-9ddf-2d7b257098ce · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3c2bc998-8e8f-44db-95b0-1c6dffc1ab61 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering vector” and “embedding
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8769c39b-de09-4259-b5d9-1a18a95e0d03 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f55e075f-6cf3-48db-8767-bf63da2568a9 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering K-Means or MiniBatchKMeans [30] clustering is performed on the core vectors 𝑥𝑖 ∈ 𝐷 to obtain 𝐾 cluster centroids, denoted as 𝐶 = {𝑐1, 𝑐2, … , 𝑐𝐾}, where each centroid 𝑐𝑘 𝐷
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9090164d-02cc-41c5-b807-af4915c32aaa · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Each core vector 𝑥𝑖 is assigned to its nearest centroid cₖ based on a distance metric 𝑑(·,·), e.g., cosine similarity
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a573a83d-6be2-4573-84f4-261a378fe2c3 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering For each inverted list 𝐿𝑘, the full core vectors are stored
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2c795db8-bc69-4218-bad8-6c98e102d2c3 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering In addition to the core vectors, the index structure maintains the corresponding filter attributes for each vector
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7ab8a445-88a3-4e6d-8d46-daeb2c8f2012 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Building upon these initial findings, we conducted a comprehensive case study to demonstrate the effectiveness and efficiency of our proposed algorithm
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation badf15e8-289c-4a6d-9fb5-5692740e83f7 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Our approach extends the classical IVF-Flat structure by introducing hybrid vectors that integrate dense embeddings and discrete filtering attributes
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7e008a4d-7e28-490c-9f5f-16347934db78 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Similarity Search and Data Mining: Database Techniques Supporting Next Decade ’s Applications
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 10705261-e64a-42eb-9d7d-a156bd02c37f · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering S e v i l m is, B
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 21bd94de-069a-4258-955d-366e2e2ceb50 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Auto-Tuning Similarity Search Algorithms on Multi-Core Architectures
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bbdf891c-03c0-4563-bdb0-b102046758dd · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Semantic-Preserving Feature Partitioning for Multi-View Ensemble Learning
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b79345fb-3340-4704-9622-95dc697434e3 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering The Curse of Dimensionality
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b81f5fc5-807b-4fd0-a98a-d73552bc5321 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering D o u z e, C
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1bc6c87-b815-4832-b055-f5dc24dfd38c · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2dcfef4-b99d-4540-a4fb-a8280aab3514 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Voronoi Cells
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2abce361-ab73-49c5-8e2e-d2c8feb496a5 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Z o u m p a t i a n os, T
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9ba463fa-7885-4fea-a740-cd5121ea34f6 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering B a b e n ko, Y
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 44934aaf-d2cc-4886-ac71-75e887dfe4dd · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering D o u z e, H
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b197e6f4-85ed-466b-aeae-d2eb039d7346 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering W a n g, M
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9e7784a6-cb12-461b-b0b7-29110ebf99dd · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e868c362-f5b9-4ade-a933-abe2fd8742de · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering K a r i a, V
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ac6c88f5-7941-447e-8338-6d57c7e20202 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering D e v v r it, H
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 72ce32ac-329f-435c-9974-137f1cc821da · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3a66a5b9-227e-4262-870a-cf03b7bfab7c · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3bade9f-0c8e-4212-965e-e579239d66f2 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering T u r m u k h a m e t o va, N
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f271eb0e-04dd-4362-a6d5-085e77695ead · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering 5mins on Postgres: Vectors with PGvector
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 00cc5284-137f-4ce9-9f3a-d2f77dfa1a61 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering AnalyticDB: Real-time OLAP Database
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ae3c7e52-9cc7-4e3a-9776-d3e58b5abd18 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering TOAST (Last accessed: 26.07.2024)
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 932220a4-42c3-4025-a99c-8a2a77f0122b · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Accelerating Vector Search Using GPU-Powered Indexes with RAPIDS Raft
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 95b7f48a-feb4-42c3-93dd-8bb3166b2591 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Accelerated Vector Search: Approximating with RAPIDS raft IVF -Flat
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3ecfb2ef-804c-491d-a953-eb6a605999e0 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0b7e6cef-f83a-4f1e-be73-56c2341a6722 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering H ö g q v i st
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bb0f5ded-53f5-4833-8d8f-55776907ae3e · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering The Faiss library
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4408708-6e84-4137-b245-7bfb733c91d4 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering https://github.com/pgvector/pgvector 58
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f376e9ee-cee7-471e-a6b7-ed8eff993aa0 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering https://github.com/timescale/pgvectorscale
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2793a056-220b-4637-a9ef-ff66db404608 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering pgvectorscale – Accelerating AI Development with High-Performance Vector Search (Last accessed: 16.10.2024)
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 364bf201-a5ee-422e-bcc8-2c42b3b9f114 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering https://scikit- learn.org/stable/modules/generated/sklearn.cluster.MiniBatchKMeans.html
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bb0dce75-c160-447e-b290-c6fa345cc065 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering M e d i ni, A
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5da9dc66-c826-44bd-b34c-229f9ea81091 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering LAION-5B: An open large-scale dataset for training next generation image-text models
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d058d437-f948-485c-92cf-94e7d47194ee · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 258f0b7d-e48d-4354-949f-7ca34fcc38ee · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering Semantic Search at Billions Scale (Last accessed: 26.07.2024)
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 72447a3e-8eb3-44ee-99cd-280a0b3ac677 · outbound
Billion-scale Similarity Search Using a Hybrid Indexing Approach with Advanced Filtering S e l v i t o pi, M
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
No inbound Pith citation observations are available.